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migrate_v1_to_v2

Convert flytekit V1 Python code to flyte-sdk V2 syntax, returning transformed code, applied changes, and warnings for patterns needing manual review.

Instructions

Rewrite flytekit V1 Python code into flyte-sdk V2 syntax.

Returns the transformed code plus a list of applied changes and warnings about patterns that need manual review.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
codeYes
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description must fully disclose behavior. It mentions output format (transformed code, changes, warnings) but does not specify whether input code is modified, error handling, auth requirements, or performance characteristics.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two concise sentences: first states the core purpose, second describes the return value. No extraneous words; structure is efficient and front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the migration complexity and no output schema, the description covers the return format but omits error scenarios, input limitations (e.g., code size), and whether it handles dependencies or imports. Contextually adequate but leaves gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 0% with only a 'code' parameter. The description adds that the code should be flytekit V1 Python, which adds semantic meaning, but it could be clearer about expected format (e.g., code string vs. file path) and constraints.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses a specific verb 'rewrite' and clearly defines the transformation from flytekit V1 to flyte-sdk V2 syntax. This distinguishes it from sibling tools like get_flyte_features or list_flyte_symbols.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies the tool is for migrating V1 code, but it does not explicitly state when to use it versus alternatives like find_flyte_example_for or search_flyte_api. No exclusions or prerequisites are mentioned.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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